Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems

17 April 2021

Papers citing "Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems"

28 / 28 papers shown

Title
SpeechTaxi: On Multilingual Semantic Speech Classification Lennart Keller Goran Glavaš 26 0 0 10 Sep 2024
HC $^2$ L: Hybrid and Cooperative Contrastive Learning for Cross-lingual Spoken Language Understanding Bowen Xing Ivor W. Tsang VLM 43 1 0 10 May 2024
IndoToD: A Multi-Domain Indonesian Benchmark For End-to-End Task-Oriented Dialogue Systems Muhammad Dehan Al Kautsar Rahmah Khoirussyifa' Nurdini Samuel Cahyawijaya Genta Indra Winata Ayu Purwarianti 21 0 0 02 Nov 2023
I $^2$ KD-SLU: An Intra-Inter Knowledge Distillation Framework for Zero-Shot Cross-Lingual Spoken Language Understanding Tianjun Mao Chenghong Zhang VLM 35 0 0 04 Oct 2023
Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems Songbo Hu Han Zhou Mete Hergul Milan Gritta Guchun Zhang Ignacio Iacobacci Ivan Vulić Anna Korhonen 36 10 0 26 Jul 2023
Transfer-Free Data-Efficient Multilingual Slot Labeling E. Razumovskaia Ivan Vulić Anna Korhonen 32 2 0 22 May 2023
Elastic Weight Removal for Faithful and Abstractive Dialogue Generation Nico Daheim Nouha Dziri Mrinmaya Sachan Iryna Gurevych E. Ponti MoMe 34 30 0 30 Mar 2023
MULTI3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue Nikita Moghe E. Razumovskaia Liane Guillou Ivan Vulić Anna Korhonen Alexandra Birch 40 13 0 20 Dec 2022
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems Songbo Hu Ivan Vulić Fangyu Liu Anna Korhonen 39 0 0 07 Nov 2022
The Devil is in the Details: On Models and Training Regimes for Few-Shot Intent Classification Mohsen Mesgar Thy Thy Tran Goran Glavas Iryna Gurevych 11 3 0 12 Oct 2022
MDIA: A Benchmark for Multilingual Dialogue Generation in 46 Languages Qingyuan Zhang Xiaoyu Shen Ernie Chang Jidong Ge Peng-Jen Chen 16 14 0 27 Aug 2022
Geographic Adaptation of Pretrained Language Models Valentin Hofmann Goran Glavavs Nikola Ljubevsić J. Pierrehumbert Hinrich Schütze VLM 21 16 0 16 Mar 2022
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation Olga Majewska E. Razumovskaia E. Ponti Ivan Vulić Anna Korhonen 32 28 0 31 Jan 2022
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems Bosheng Ding Junjie Hu Lidong Bing Sharifah Aljunied Mahani Shafiq R. Joty Luo Si C. Miao 45 41 0 14 Oct 2021
Call Larisa Ivanovna: Code-Switching Fools Multilingual NLU Models Alexey Birshert Ekaterina Artemova 40 2 0 29 Sep 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics Sebastian Gehrmann Tosin P. Adewumi Karmanya Aggarwal Pawan Sasanka Ammanamanchi Aremu Anuoluwapo ... Nishant Subramani Wei-ping Xu Diyi Yang Akhila Yerukola Jiawei Zhou VLM 254 285 0 02 Feb 2021
Word Alignment by Fine-tuning Embeddings on Parallel Corpora Zi-Yi Dou Graham Neubig 96 257 0 20 Jan 2021
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models Phillip Rust Jonas Pfeiffer Ivan Vulić Sebastian Ruder Iryna Gurevych 80 235 0 31 Dec 2020
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios Michael A. Hedderich Lukas Lange Heike Adel Jannik Strötgen Dietrich Klakow 202 286 0 23 Oct 2020
RiSAWOZ: A Large-Scale Multi-Domain Wizard-of-Oz Dataset with Rich Semantic Annotations for Task-Oriented Dialogue Modeling Jun Quan Shian Zhang Qian Cao Zi-pu Li Deyi Xiong 42 51 0 17 Oct 2020
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 285 2,015 0 28 Jul 2020
Efficient Intent Detection with Dual Sentence Encoders I. Casanueva Tadas Temvcinas D. Gerz Matthew Henderson Ivan Vulić VLM 180 453 0 10 Mar 2020
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources Ivan Vulić Goran Glavas N. Mrksic Anna Korhonen 23 43 0 08 May 2018
Response Ranking with Deep Matching Networks and External Knowledge in Information-seeking Conversation Systems Liu Yang Minghui Qiu Chen Qu J. Guo Yongfeng Zhang W. Bruce Croft Jun Huang Haiqing Chen 186 142 0 01 May 2018
An Ontology-Based Dialogue Management System for Banking and Finance Dialogue Systems Duygu Altinok 45 44 0 13 Apr 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 341 11,684 0 09 Mar 2017
A Sequence-to-Sequence Model for User Simulation in Spoken Dialogue Systems Layla El Asri Jing He Kaheer Suleman 57 117 0 30 Jun 2016
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 214 1,327 0 05 Jun 2016